US10981736B2 - Vision-assisted robotized depalletizer - Google Patents
Vision-assisted robotized depalletizer Download PDFInfo
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- US10981736B2 US10981736B2 US16/506,636 US201916506636A US10981736B2 US 10981736 B2 US10981736 B2 US 10981736B2 US 201916506636 A US201916506636 A US 201916506636A US 10981736 B2 US10981736 B2 US 10981736B2
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- 238000000034 method Methods 0.000 claims description 21
- 238000013459 approach Methods 0.000 description 6
- 238000012546 transfer Methods 0.000 description 5
- 230000008901 benefit Effects 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 1
- 238000010276 construction Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 230000003100 immobilizing effect Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012544 monitoring process Methods 0.000 description 1
- 230000003287 optical effect Effects 0.000 description 1
- 238000004806 packaging method and process Methods 0.000 description 1
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G61/00—Use of pick-up or transfer devices or of manipulators for stacking or de-stacking articles not otherwise provided for
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B65—CONVEYING; PACKING; STORING; HANDLING THIN OR FILAMENTARY MATERIAL
- B65G—TRANSPORT OR STORAGE DEVICES, e.g. CONVEYORS FOR LOADING OR TIPPING, SHOP CONVEYOR SYSTEMS OR PNEUMATIC TUBE CONVEYORS
- B65G59/00—De-stacking of articles
- B65G59/02—De-stacking from the top of the stack
Definitions
- the present disclosure relates to depalletizing, and more specifically to vision-assisted robotized depalletizing of products.
- Distribution centers and warehouses typically receive their products such as cases, boxes, open trays, stretch wrapped trays, etc. on a structured pallet, e.g. orderly positioned without gaps between them.
- Depalletizing systems are known in the art to remove the products from the pallet.
- bulk depalletizers are used to remove a complete layer of products by pushing them from the pallet to an outfeed conveyor. In this situation, each layer of product is typically separated with a slip sheet.
- the products need to be depalletized and singulated so they can be stored in an automatic storage and retrieval system.
- the first is manual depalletizing, where operators pick the products individually and forward them on an outfeed conveyor.
- the other approach is to use a robot arm equipped with a layer depalletizing tool to remove the products layer by layer and drop them on an outfeed conveyor. Products are singulated after being depalletized in order to being stored in an automatic storage and retrieval system.
- Robotized layer depalletizing tools are quite efficient when a large amount of products are found on each layer (small to medium sized products). Because of the complexity of the tool and the weight of the load, the cycle time is long and the efficiency (products per minute) drops when the products are large. In this later case, picking products one by one becomes a better approach. Also, with this approach, the products do not have to be singulated downstream as products are picked one by one from the pallet. This yields that the complete footprint is reduced compared to the approach that includes the layer depalletizer coupled with a singulator.
- U.S. Pat. No. 8,248,620 B2 issued on Aug. 21, 2012 to Wicks and Maue and being titled “Object Detection Device” describes an object detecting device for detecting the existence and general placement of an object residing upon a surface. It uses a laser measuring scanner disposed on a linear actuator to allow the depalletizer to properly center a depalletizer tool in relation to the top layer to be picked from the load.
- the device from Wicks and Maue uses a vision system to detect the top layer position only (e.g. outside corners of the top layer) and is unable to locate and position individual products on the layer.
- U.S. Pat. No. 8,315,739 B2 issued on Nov. 20, 2012 to Dai and being titled “Determining the Position of an Object” describes a method for determining the position of at least one object present within a working range of a robot wherein an image is generated during a motion of the camera mounted on a robot.
- the method from Dai is directed to known objects that are randomly stacked in a container, and does not allow to identify boxes that are adjacent to each other. Indeed, Dai's method looks for pieces with known dimensions that are distanced from each other and would not be operable when looking for products with no gaps therebetween. Also, in Dai, the camera is mounted on a robot. This slows down the process considering that the robot has to stop moving to take an image and wait for the result of the processing.
- U.S. Pat. No. 6,332,750 B1 issued on Dec. 25, 2001 to Donner at al. and being titled “Method and Apparatus for Depalletizing Commodities” describes an apparatus for removing commodities from an upper side of a support, including means for monitoring the position of the support and at least one of the implement (e.g. slip sheet) and the selected commodity.
- a position sensor is located in the moving mean (e.g. tool).
- the apparatus from Donner works by implying that slip sheets are present, which is not always the case. Also, similarly to the system by Dai, the position sensor is located on the tool, which implies immobilizing the tool frequently.
- United States Patent Application No. 2014/0205403 A1 issued on Jul. 24, 2014 to Criswell and being titled “Automated Truck Unloader for Unloading/Unpacking Product from Trailers and Containers” describes an apparatus and method for unloading product from a trailer by executing a routine where a protruding product is identified and then unloaded by an industrial robot.
- Criswell The approach taken by Criswell is based on the presence of a protruding product that can be identified by the vision system and therefore is inapplicable for depalletizing pallets where there are no protruding products when a complete layer is presented at the cell.
- European Patent No. 0 911 603 B1 issued on Oct. 22, 1997 to Ersü and being titled “Method for the Determination of the Position of a Three-Dimensional Body” describes a method for the optical determination of the position of a finite rigid body where a selection of at least three lines of edges provided on the rigid body are identified.
- the method from Ersü is applicable when the product to be positioned is already singulated from other products and as such cannot be used for products that need to be depalletized.
- the depalletizer by Lodi Rizzini is aimed at depalletizing blocks of materials and is not suitable to depalletizing a wide variety of products such as boxes, cases, trays, etc.
- the optic sensor described by Rizzini is not versatile enough to detect and localize a wider variety of products, for example of any color and of variable rectangular shape.
- a robotic system that allows depalletizing products as various as cases, boxes, trays and the like that are orderly positioned on a pallet with or without gaps between the products is thus desirable.
- depalletizer comprising:
- a pallet unloading station for receiving a pallet of products
- a vision system for taking at least one image of a top portion of the pallet received at the pallet station, and for using said at least one image for determining the position of said each product in the top portion of the pallet;
- a robot equipped with a depalletizing tool; the robot being coupled to the vision system for receiving information therefrom indicative of the position of said each product from the top portion and for using that information to pick and position on an output surface said each product from the top portion.
- depalletizer comprising:
- a vision system including at least one image acquisition sensor for taking an image of a top portion of a pallet positioned under the at least one image acquisition system, and a vision system controller coupled to the at least one image acquisition sensor for receiving the image and for using said image to determine the position of each product in the top portion of the pallet; and
- a robot equipped with a depalletizing tool including at least one suction means; the robot being coupled to the vision system controller for receiving information therefrom indicative of the position of each product from the top portion and for using that information to pick and position on an output conveyor said each product from the top portion.
- a method for depalletizing a pallet of products comprising:
- the controller using the image to determine a position of a product to pick from the top portion of the pallet;
- the controller sending to a robot information indicative of the position of the product to pick on the pallet;
- the robot picking the product and moving the product on an output surface.
- image should be construed in the description and in the claims as including without limitations a color or a gray intensity or depth map.
- FIG. 1 is a perspective view of a vision-assisted robotized depalletizer according to a first illustrative embodiment; the depalletizer being shown with a full pallet therein;
- FIG. 2 is a perspective view of the depalletizer from FIG. 1 , shown after a first product has been removed from the pallet;
- FIG. 3 is a perspective view of the depalletizer from FIG. 1 , the depalletizer being shown after the first three products were removed from the pallet;
- FIG. 4 is a flowchart illustrating an embodiment of a vision-assisted method for depalletizing products on a pallet.
- the words “comprising” (and any form of comprising, such as “comprise” and “comprises”), “having” (and any form of having, such as “have” and “has”), “including” (and any form of including, such as “include” and “includes”) or “containing” (and any form of containing, such as “contain” and “contains”), are inclusive or open-ended and do not exclude additional, unrecited elements.
- a vision-assisted robotized depalletizer 10 according to an illustrative embodiment will now be described with reference to FIG. 1 .
- the vision-assisted robotized depalletizer 10 comprises a pallet unloading station 12 for receiving a pallet 14 of products 16 , a vision system 18 for taking an image (not shown) of the top portion 20 of the pallet 14 , a robot arm 22 equipped with a depalletizing tool 24 for picking the products 16 one by one and for positioning the products 16 on an output conveyor 26 .
- top portion of the pallet should be construed in the description and in the claims as a portion of the pallet that includes top surfaces of products located in the pallet that are visible from above the pallet.
- the depalletizer 10 receives a pallet 14 of products 16 .
- the robot arm 22 guided by the vision system 18 depalletizes the products 16 one by one and transfers them on the output conveyor 26 in a predetermined manner, yielding a flow of unitized products 16 aligned in a desired orientation on the output conveyor 26 .
- product should be construed in the description and in the claims as including any type of consumer goods in any type of packaging, such as, without limitations, closed cartons, totes, open top cartons, trays with or without shrink wrapped film, bags and pouches, etc.
- the product dimensions may vary greatly between each different type of product.
- Typical dimensions are between 10.2 cm ⁇ 15.2 cm ⁇ 5.1 cm (4′′ ⁇ 6′′ ⁇ 2′′) and 63.5 cm ⁇ 63.5 cm ⁇ 132 cm (25′′ ⁇ 25′′ ⁇ 52′′).
- the pallet 14 loaded with products 16 overall dimensions also vary significantly.
- the typical size of a loaded pallet 14 is (W ⁇ L ⁇ H) is 102 cm ⁇ 122 cm ⁇ 183 cm (40′′ ⁇ 48′′ ⁇ 72′′) but can vary from 82 cm ⁇ 102 cm ⁇ 122 cm (32′′ ⁇ 40′′ ⁇ 48′′) to 112 cm ⁇ 132 cm ⁇ 244 cm (44′′ ⁇ 52′′ ⁇ 96′′).
- the pallet 14 to be depalletized is received at the pallet unloading station 12 .
- the pallet unloading station 12 is the infeed end 28 of a pallet conveyor 30 .
- the loaded pallet 14 is first deposited on a feeding conveyor 32 by an external system, such as a fork lift (not shown) or another conveyor.
- an external system such as a fork lift (not shown) or another conveyor.
- the feeding conveyor 32 moves another loaded pallet 14 to the pallet unloading station 12 (see arrow 34 ).
- the empty pallet 33 is moved by the conveyor 30 at its outfeed end 36 .
- the empty pallet 33 is removed using a fork lift (not shown), a conveyor (not shown), or any other means to transport a pallet.
- the unloading pallet station includes a pallet elevator that lifts the pallet as it is getting depalettized.
- one or both of the conveyors 30 and 32 is/are omitted and the pallet unloading station 12 is in the form of a table that receives the loaded pallet 14 directly from a fork lift. According to such an embodiment, the empty pallet 33 is removed from the table similarly.
- the vision system 18 includes one or more image acquisition sensors 19 that are so positioned relative to the pallet unloading station 12 so as to have a field of view 38 covering the top portion 20 of the loaded pallet 14 at the pallet unloading station 12 .
- the sensors 19 are not limited to be positioned above the loaded pallet 14 and, alternatively or additionally, one or more additional image acquisition sensors (not shown) can be positioned for example diagonally of the pallet unloading station 12 yielding a field of view including at least part of one side of the loaded pallet 14 .
- the sensor 19 allows acquiring sufficient data to reconstruct an image of the top 20 of the loaded pallet 14 and/or a three-dimension 3D model thereof.
- Conventional industrial gray tone or color cameras and/or laser triangulation scanners, structured light, stereoscopy or “time-of-flight camera” such as Microsoft Kinect® sensors can be used.
- the vision system 18 further includes a controller 40 that is wired to the sensors 19 or wirelessly coupled thereto and both are configured for the transfer of acquired image data between the sensors 19 and the controller 40 .
- the controller 40 processes the received image data of the top portion of the pallet 14 and at least one characteristic of the products, such as their theoretical or measured dimensions (length, width and height), expected container types, and/or any other characteristic that may impact the vision processing to determine the position of each product 16 in the top portion of the pallet 14 .
- the product characteristics used by the controller 40 are predetermined and inputted therein by a user or received thereby from a remote computer or controller (both not shown). More specifically, product descriptions, characteristics and information thereabout can be stored in a database to be transferred through network communication to the controller 40 at time of entrance of the pallet 14 .
- the controller 40 is configured or programmed for combining and analyzing the information acquired by the image acquisition sensors 19 and the predetermined characteristics of the products 16 to detect the products' position relative to the robot 22 .
- the following are non limitative examples of characteristics that are analyzed from the image by the controller 40 : edges of the products 16 , corners of the products 16 , and pattern repetition of the products 16 . These characteristics are obtained on the image for example by depth or intensity variations thereon.
- the controller 40 determines and sends to the robot controller (not shown) data indicative of the position and size of the next product 16 to pick.
- the position of the product to pick is referenced to the same point of origin in the working space of both the controller 40 and the robot 22 .
- controller 40 and the robot controller are the same.
- controller should be construed broadly as including one or more electronic devices, including for example one or more computers that are configured with components and/or programmed with instructions that produce one or more functionalities.
- the robot 22 is in the form of a standard four (4) or six (6) axis industrial articulated robot arm and is equipped with a standard or custom designed end of arm tool 24 capable to securely pick and transfer the products from the loaded pallet to the output conveyor is used.
- a conventional robot arm can be used, such as ABBTM's IRB 660 or IRB 6640, FANUCTM's R2000 or M410, or any similar robot arm offered by other manufacturers such as KukaTM or MotomanTM.
- one or more additional robot arm are used (not shown), for example when there are two output conveyors or more.
- the end of arm tool 24 is configured to pick from the loaded pallet 14 a variety of products and product dimensions.
- the end of arm tool 24 includes suction cups or suction pads 42 that are used on the top and/or side of the product 16 to lift it and a bottom support plate or fingers 44 that can extend underneath the product 16 that is then secured to the tool 24 by the suction cups or pads 42 .
- the end of arm tool 24 uses only suction cups or suction pads on the upper or side surface of the product 16 to lift and transfer it on the output conveyor 26 .
- the end of arm tool 24 uses two vertical side plates to clamp the products 14 .
- the output conveyor 26 is in the form of a linear conveyor where the products 16 are placed one by one by the depalletizer system 10 .
- the output conveyor is replaced by an output table or any other means adapted to receive the products, such as without limitations, an automated guided vehicle (AGV).
- AGV automated guided vehicle
- two output conveyors (or more) or other output means are used.
- the flow chart 50 shown at FIG. 4 describes an illustrated embodiment of a depalletizing method.
- FIG. 1 shows a loaded pallet 14 being forwarded next to the robot 22 in the loaded pallet station 12 (see arrow 34 ), ready to be depalletized (step 52 ).
- the nominal information about the products 16 on the pallet 14 is inputted to the controller 40 (step 54 ).
- the vision system 18 takes an image of the top portion of the pallet 16 (step 56 ) and the controller 40 determines the first product 16 ′ to be removed (step 58 ) and its position. The controller 40 then sends to the robot controller the data indicative of the position and size of the product 16 ′ to pick (step 60 ).
- this first product 16 ′ is transferred on the output conveyor 26 by the robot arm 22 using the end of arm tool 24 (step 62 ).
- the vision system 18 takes a new picture of the top portion of the pallet 14 (step 56 ) located in the loaded pallet station 12 , the controller 40 verifies whether the pallet 14 is empty (step 64 ) and if the pallet 14 is not empty then the controller 40 identifies the next product 16 to be removed (step 58 ).
- FIG. 3 the second and third products 16 ′′ and 16 ′′′′ are shown transferred by the robot arm 22 and the end of arm tool 24 on the output conveyor 26 and moving towards another station or system (not shown) (arrow 46 ).
- the output conveyor 26 remains in operation while the pallet 14 is depalletized and while a loaded pallet 14 is brought in the pallet unloading station 12 and an empty pallet 30 is removed therefrom by the pallet conveyor 30 .
- a slip sheet removal equipment can be used to remove any pallet layer separating (also known as “tier sheet”, “separator sheet” and “slip sheet”) sheet 48 present in the pallet 14 .
- Such an equipment can be seen as being part of the depalletizer system 10 or not.
- the tool 24 can be equipped, for example, of a side suction pad that can be used to remove the slip sheet 48 .
- the vision system determines the presence or absence of a slip sheet.
- slip sheet removal equipment are believed to be well known in the art, it will not be described herein in more detail for concision purposes.
- Step 54 is then omitted in the method 50 .
- one of a plurality of different tools is used by the robot to depalletize the products.
- each tool can be provided with a tool changer so that the robot can automatically change the tool when needed.
- the more appropriate end of arm tool 24 to use is based for example on the size and type of the next product to pick.
- depalletizer can be used to depalletize a full or partially full pallet, that includes a same or different types of products.
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Abstract
Description
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- the end of arm tooling could include only suction cups, only mechanical means or a combination of both to pick and transfer the products;
- two output conveyors or more could be installed, for example when there is one or two robot arms in the system; and
- the articulated robot arm could be replaced by a gantry type system.
Claims (26)
Priority Applications (4)
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| US16/506,636 US10981736B2 (en) | 2014-01-22 | 2019-07-09 | Vision-assisted robotized depalletizer |
| US17/235,692 US11358811B2 (en) | 2014-01-22 | 2021-04-20 | Vision-assisted robotized depalletizer |
| US17/806,864 US11840411B2 (en) | 2014-01-22 | 2022-06-14 | Vision-assisted robotized depalletizer |
| US18/537,004 US12297058B2 (en) | 2014-01-22 | 2023-12-12 | Vision-assisted robotized depalletizer |
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| US201461930107P | 2014-01-22 | 2014-01-22 | |
| US14/602,537 US10343857B2 (en) | 2014-01-22 | 2015-01-22 | Vision-assisted robotized depalletizer |
| US16/506,636 US10981736B2 (en) | 2014-01-22 | 2019-07-09 | Vision-assisted robotized depalletizer |
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Cited By (1)
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| US12297058B2 (en) | 2014-01-22 | 2025-05-13 | Symbotic Canada Ulc | Vision-assisted robotized depalletizer |
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| US20210237990A1 (en) | 2021-08-05 |
| US12297058B2 (en) | 2025-05-13 |
| CA3114789A1 (en) | 2015-07-22 |
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| US10343857B2 (en) | 2019-07-09 |
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| US11840411B2 (en) | 2023-12-12 |
| US11358811B2 (en) | 2022-06-14 |
| US20220306407A1 (en) | 2022-09-29 |
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